Round

To orchestrate a research round, coordinate literature survey, gap analysis, ideation, and review across multiple strategies using a shared state ledger to manage cross-step budgeting and state inheritance.

Yes, you can run an autonomous literature survey while gap-analysis and ideation remain stubs, because the orchestration supports pluggable strategy calls and iterative refinement even with incomplete components.

Maintain research continuity across long-running projects by inheriting round state—such as papers read and URLs visited—across rounds, ensuring results persist for the next evaluation cycle.

Distribute budget across topics during a literature survey by using pluggable strategy calls that allocate resources per topic size, enabling iterative refinement and proper cold/hot loop transitions.

Escalate stagnant improvements during a research review process by tracking progress with a top-level ledger, which monitors round-based evaluation and triggers escalation when results stop advancing.